diff --git a/Dockerfile.frontend b/Dockerfile.frontend
index d6ec0f0..e93dcae 100644
--- a/Dockerfile.frontend
+++ b/Dockerfile.frontend
@@ -8,7 +8,7 @@ RUN bun install --prod --frozen-lockfile
 COPY frontend .
 RUN bun run build
 
-FROM caddy:2.7-alpine
+FROM caddy:2.8-alpine
 
 WORKDIR /app
 
diff --git a/backend/api/v1/articles.py b/backend/api/v1/articles.py
index f91ca5c..0f6e727 100644
--- a/backend/api/v1/articles.py
+++ b/backend/api/v1/articles.py
@@ -1,7 +1,6 @@
 from datetime import datetime, timedelta
-from typing import Annotated, Any, Dict, Optional, cast
+from typing import Annotated, Dict, Optional
 
-from bson import ObjectId
 from jkit.article import Article
 from jkit.constants import ARTICLE_SLUG_REGEX
 from jkit.exceptions import ResourceUnavailableError
@@ -19,8 +18,10 @@
     success,
 )
 
+from models.jianshu.article_earning_ranking_record import (
+    ArticleEarningRankingRecordDocument,
+)
 from utils.config import config
-from utils.db import ARTICLE_FP_RANK_COLLECTION
 
 # fmt: off
 splitter = AbilityJiebaPossegSplitterV1(
@@ -36,62 +37,47 @@
 
 
 async def get_latest_onrank_record(
-    author_url: str, *, minimum_ranking: Optional[int] = None
-) -> Optional[Dict[str, Any]]:
-    cursor = (
-        ARTICLE_FP_RANK_COLLECTION.find(
-            {
-                "author.url": author_url,
-                "ranking": {
-                    "$lte": minimum_ranking if minimum_ranking else 100,
-                },
-            }
-        )
-        .sort("date", -1)
-        .limit(1)
+    author_slug: str, *, minimum_ranking: Optional[int] = None
+) -> Optional[ArticleEarningRankingRecordDocument]:
+    # TODO
+    return await ArticleEarningRankingRecordDocument.find_one(
+        {
+            "authorSlug": author_slug,
+            "ranking": {  # type: ignore
+                "$lte": minimum_ranking if minimum_ranking else 100,
+            },
+        },
+        sort={"date": "DESC"},
     )
 
-    try:
-        return await cursor.next()
-    except StopAsyncIteration:
-        return None
-
 
 async def get_pervious_onrank_record(
-    onrank_record: Dict[str, Any], minimum_ranking: Optional[int] = None
-) -> Optional[Dict[str, Any]]:
-    cursor = (
-        ARTICLE_FP_RANK_COLLECTION.find(
-            {
-                "_id": {"$lt": ObjectId(onrank_record["_id"])},
-                "author.url": onrank_record["author"]["url"],
-                "ranking": {
-                    "$lte": minimum_ranking if minimum_ranking else 100,
-                },
-            }
-        )
-        .sort("_id", -1)
-        .limit(1)
+    onrank_record: ArticleEarningRankingRecordDocument,
+    minimum_ranking: Optional[int] = None,
+) -> Optional[ArticleEarningRankingRecordDocument]:
+    return await ArticleEarningRankingRecordDocument.find_one(
+        {
+            "_id": {"$lt": onrank_record._id},
+            "authorSlug": onrank_record.author_slug,
+            "ranking": {  # type: ignore
+                "$lte": minimum_ranking if minimum_ranking else 100,
+            },
+        },
+        sort={"_id": "DESC"},
     )
 
-    try:
-        return await cursor.next()
-    except StopAsyncIteration:
-        return None
-
 
-async def caculate_next_can_recommend_date(author_url: str) -> Optional[datetime]:
-    counted_article_urls = set()
+async def get_earliest_can_recommend_date(author_slug: str) -> Optional[datetime]:
+    counted_article_slugs = set()
 
     latest_onrank_record = await get_latest_onrank_record(
-        author_url, minimum_ranking=85
+        author_slug, minimum_ranking=85
     )
     if not latest_onrank_record:
-        # 作者没有上榜文章，或全部上榜文章均低于 85 名
         return None
 
-    interval_days = 10 if latest_onrank_record["ranking"] <= 30 else 7
-    counted_article_urls.add(latest_onrank_record["article"]["url"])
+    interval_days = 10 if latest_onrank_record.ranking <= 30 else 7
+    counted_article_slugs.add(latest_onrank_record.article.slug)
 
     now_record = latest_onrank_record
     while True:
@@ -99,25 +85,23 @@ async def caculate_next_can_recommend_date(author_url: str) -> Optional[datetime
             now_record, minimum_ranking=85
         )
         if not pervious_record:
-            # 没有更多文章
-            return cast(datetime, now_record["date"]) + timedelta(days=interval_days)
-        if pervious_record["article"]["url"] in counted_article_urls:
-            # 该文章之前计算过间隔
+            return latest_onrank_record.date + timedelta(days=interval_days)
+        if pervious_record.article.slug in counted_article_slugs:
             now_record = pervious_record
             continue
 
-        counted_article_urls.add(pervious_record["article"]["url"])
+        counted_article_slugs.add(pervious_record.article.slug)
 
         if (
-            now_record["ranking"] <= 30
-            and (now_record["date"] - pervious_record["date"]).days + 1 >= 10
+            now_record.ranking <= 30
+            and (now_record.date - pervious_record.date).days + 1 >= 10
         ) or (
-            now_record["ranking"] > 30
-            and (now_record["date"] - pervious_record["date"]).days + 1 >= 7
+            now_record.ranking > 30
+            and (now_record.date - pervious_record.date).days + 1 >= 7
         ):
-            return cast(datetime, now_record["date"]) + timedelta(days=interval_days)
+            return latest_onrank_record.date + timedelta(days=interval_days)
 
-        if pervious_record["ranking"] <= 30:
+        if pervious_record.ranking <= 30:
             interval_days += 10
         else:
             interval_days += 7
@@ -231,10 +215,10 @@ async def get_LP_recommend_check_handler(  # noqa: N802
 
     article_info = await article.info
 
-    author_url = article_info.author_info.to_user_obj().url
+    author_slug = article_info.author_info.to_user_obj().slug
     article_title = article_info.title
     article_fp_reward = article_info.earned_fp_amount
-    article_next_can_recommend_date = await caculate_next_can_recommend_date(author_url)
+    article_next_can_recommend_date = await get_earliest_can_recommend_date(author_slug)
 
     can_recommend_now = article_fp_reward < 35 and (
         not article_next_can_recommend_date
diff --git a/backend/api/v1/jpep/ftn_macket.py b/backend/api/v1/jpep/ftn_macket.py
index a0c057a..cce9d84 100644
--- a/backend/api/v1/jpep/ftn_macket.py
+++ b/backend/api/v1/jpep/ftn_macket.py
@@ -1,6 +1,6 @@
 from asyncio import gather
 from datetime import datetime, timedelta
-from typing import Annotated, Any, Dict, Literal, Optional
+from typing import Annotated, Dict, Literal, Optional
 
 from jkit.jpep.platform_settings import PlatformSettings
 from litestar import Response, Router, get
@@ -13,7 +13,7 @@
 )
 from sspeedup.time_helper import get_start_time
 
-from utils.db import JPEP_FTN_MACKET_COLLECTION
+from models.jpep.ftn_trade_order import FTNTradeOrderDocument
 
 RANGE_TO_TIMEDELTA: Dict[str, timedelta] = {
     "24h": timedelta(hours=24),
@@ -32,78 +32,58 @@
 
 
 async def get_data_update_time() -> datetime:
-    result = (
-        await JPEP_FTN_MACKET_COLLECTION.find(
-            {},
-            {
-                "_id": 0,
-                "fetch_time": 1,
-            },
-        )
-        .sort("fetch_time", -1)
-        .limit(1)
-        .next()
-    )
-    return result["fetch_time"]
+    latest_record = await FTNTradeOrderDocument.find_one(sort={"fetchTime": "DESC"})
+
+    return latest_record.fetch_time  # type: ignore
 
 
-async def get_latest_order(type_: Literal["buy", "sell"]) -> Optional[Dict[str, Any]]:
+async def get_latest_order(
+    type_: Literal["buy", "sell"],
+) -> Optional[FTNTradeOrderDocument]:
     time = await get_data_update_time()
-    try:
-        return (
-            await JPEP_FTN_MACKET_COLLECTION.find(
-                {
-                    "fetch_time": time,
-                    "trade_type": type_,
-                    "amount.tradable": {"$ne": 0},
-                }
-            )
-            .sort("price", 1 if type_ == "buy" else -1)
-            .limit(1)
-            .next()
-        )
-    except StopAsyncIteration:  # 该侧没有挂单
-        return None
+
+    return await FTNTradeOrderDocument.find_one(
+        {"fetchTime": time, "type": type_, "amount.tradable": {"$ne": 0}},
+        sort={"price": "ASC" if type_ == "buy" else "DESC"},
+    )
 
 
 async def get_current_amount(type_: Literal["buy", "sell"]) -> Optional[int]:
     time = await get_data_update_time()
 
-    try:
-        result = await JPEP_FTN_MACKET_COLLECTION.aggregate(
-            [
-                {
-                    "$match": {
-                        "fetch_time": time,
-                        "trade_type": type_,
-                    }
-                },
-                {
-                    "$group": {
-                        "_id": None,
-                        "sum": {
-                            "$sum": "$amount.tradable",
-                        },
+    result = await FTNTradeOrderDocument.aggregate_one(
+        [
+            {
+                "$match": {
+                    "fetchTime": time,
+                    "type": type_,
+                }
+            },
+            {
+                "$group": {
+                    "_id": None,
+                    "sum": {
+                        "$sum": "$amount.tradable",
                     },
                 },
-            ]
-        ).next()
-        return result["sum"]
-    except StopIteration:  # 该侧没有挂单
-        return None
+            },
+        ]
+    )
+
+    return result["sum"] if result else None
 
 
 async def get_price_history(
     type_: Literal["buy", "sell"], td: timedelta, time_unit: str
 ) -> Dict[datetime, float]:
-    result = JPEP_FTN_MACKET_COLLECTION.aggregate(
+    result = FTNTradeOrderDocument.aggregate_many(
         [
             {
                 "$match": {
-                    "trade_type": type_,
-                    "fetch_time": {
+                    "fetchTime": {
                         "$gte": get_start_time(td),
                     },
+                    "type": type_,
                 },
             },
             {
@@ -111,13 +91,13 @@ async def get_price_history(
                     "_id": (
                         {
                             "$dateTrunc": {
-                                "date": "$fetch_time",
+                                "date": "$fetchTime",
                                 "unit": time_unit,
                             },
                         }
                     )
                     if time_unit != "minute"
-                    else "$fetch_time",
+                    else "$fetchTime",
                     "price": {
                         "$min" if type_ == "buy" else "$max": "$price",
                     },
@@ -137,19 +117,19 @@ async def get_price_history(
 async def get_amount_history(
     type_: Literal["buy", "sell"], td: timedelta, time_unit: str
 ) -> Dict[datetime, float]:
-    result = JPEP_FTN_MACKET_COLLECTION.aggregate(
+    result = FTNTradeOrderDocument.aggregate_many(
         [
             {
                 "$match": {
-                    "trade_type": type_,
-                    "fetch_time": {
+                    "fetchTime": {
                         "$gte": get_start_time(td),
                     },
+                    "type": type_,
                 },
             },
             {
                 "$group": {
-                    "_id": "$fetch_time",
+                    "_id": "$fetchTime",
                     "amount": {
                         "$sum": "$amount.tradable",
                     },
@@ -189,12 +169,12 @@ async def get_current_amount_distribution(
 ) -> Dict[float, int]:
     time = await get_data_update_time()
 
-    result = JPEP_FTN_MACKET_COLLECTION.aggregate(
+    result = FTNTradeOrderDocument.aggregate_many(
         [
             {
                 "$match": {
-                    "fetch_time": time,
-                    "trade_type": type_,
+                    "fetchTime": time,
+                    "type": type_,
                 },
             },
             {
@@ -272,8 +252,8 @@ async def get_current_price_handler() -> Response:
         get_latest_order("buy"), get_latest_order("sell")
     )
 
-    buy_price = buy_order["price"] if buy_order else None
-    sell_price = sell_order["price"] if sell_order else None
+    buy_price = buy_order.price if buy_order else None
+    sell_price = sell_order.price if sell_order else None
 
     return success(
         data=GetCurrentPriceResponse(
diff --git a/backend/api/v1/lottery.py b/backend/api/v1/lottery.py
index 3c8f2a1..4beaa38 100644
--- a/backend/api/v1/lottery.py
+++ b/backend/api/v1/lottery.py
@@ -2,17 +2,22 @@
 from datetime import datetime, timedelta
 from typing import Annotated, Dict, List, Literal, Optional
 
+from jkit.identifier_convert import user_slug_to_url
 from litestar import Response, Router, get
 from litestar.params import Parameter
+from litestar.status_codes import HTTP_500_INTERNAL_SERVER_ERROR
 from msgspec import Struct
 from sspeedup.api.litestar import (
     RESPONSE_STRUCT_CONFIG,
+    Code,
+    fail,
     generate_response_spec,
     success,
 )
 from sspeedup.time_helper import get_start_time
 
-from utils.db import LOTTERY_COLLECTION
+from models.jianshu.lottery_win_record import LotteryWinRecordDocument
+from models.jianshu.user import UserDocument
 
 REWARD_NAMES: List[str] = [
     "收益加成卡100",
@@ -36,7 +41,7 @@
 
 
 async def get_summary_wins_count(td: Optional[timedelta]) -> Dict[str, int]:
-    db_result = LOTTERY_COLLECTION.aggregate(
+    db_result = LotteryWinRecordDocument.aggregate_many(
         [
             {
                 "$match": {
@@ -47,7 +52,7 @@ async def get_summary_wins_count(td: Optional[timedelta]) -> Dict[str, int]:
             },
             {
                 "$group": {
-                    "_id": "$reward_name",
+                    "_id": "$awardName",
                     "count": {
                         "$sum": 1,
                     },
@@ -66,10 +71,10 @@ async def get_summary_winners_count(td: Optional[timedelta]) -> Dict[str, int]:
 
     for reward_name in REWARD_NAMES:
         result[reward_name] = len(
-            await LOTTERY_COLLECTION.distinct(
-                "user.id",
+            await LotteryWinRecordDocument.get_collection().distinct(
+                "userSlug",
                 {
-                    "reward_name": reward_name,
+                    "awardName": reward_name,
                     "time": {
                         "$gte": get_start_time(td),
                     },
@@ -123,7 +128,7 @@ def get_summary_rarity(wins_count: Dict[str, int]) -> Dict[str, float]:
 async def get_rewards_wins_history(
     td: timedelta, time_unit: str
 ) -> Dict[datetime, int]:
-    result = LOTTERY_COLLECTION.aggregate(
+    result = LotteryWinRecordDocument.aggregate_many(
         [
             {
                 "$match": {
@@ -175,7 +180,7 @@ async def get_rewards_handler() -> Response:
     )
 
 
-class GetRecordItem(Struct, **RESPONSE_STRUCT_CONFIG):
+class GetRecordsItem(Struct, **RESPONSE_STRUCT_CONFIG):
     time: datetime
     reward_name: str
     user_name: str
@@ -183,7 +188,7 @@ class GetRecordItem(Struct, **RESPONSE_STRUCT_CONFIG):
 
 
 class GetRecordsResponse(Struct, **RESPONSE_STRUCT_CONFIG):
-    records: List[GetRecordItem]
+    records: List[GetRecordsItem]
 
 
 @get(
@@ -200,28 +205,32 @@ async def get_records_handler(
         Optional[List[str]], Parameter(description="排除奖项列表", max_items=10)
     ] = None,
 ) -> Response:
-    result = (
-        LOTTERY_COLLECTION.find(
-            {
-                "reward_name": {
-                    "$nin": excluded_awards if excluded_awards else [],
-                },
-            }
-        )
-        .sort("time", -1)
-        .skip(offset)
-        .limit(limit)
-    )
+    records: List[GetRecordsItem] = []
+    async for item in LotteryWinRecordDocument.find_many(
+        {
+            "award_name": {
+                "$nin": excluded_awards if excluded_awards else [],
+            },
+        },
+        sort={"time": "DESC"},
+        skip=offset,
+        limit=limit,
+    ):
+        user = await UserDocument.find_one({"slug": item.user_slug})
+        if not user:
+            return fail(
+                http_code=HTTP_500_INTERNAL_SERVER_ERROR,
+                api_code=Code.UNKNOWN_SERVER_ERROR,
+            )
 
-    records: List[GetRecordItem] = [
-        GetRecordItem(
-            time=item["time"],
-            reward_name=item["reward_name"],
-            user_name=item["user"]["name"],
-            user_url=item["user"]["url"],
+        records.append(
+            GetRecordsItem(
+                time=item.time,
+                reward_name=item.award_name,
+                user_name=user.name or item.user_slug,
+                user_url=user_slug_to_url(item.user_slug),
+            )
         )
-        async for item in result
-    ]
 
     return success(
         data=GetRecordsResponse(
diff --git a/backend/api/v1/status.py b/backend/api/v1/status.py
index e5a126a..1e4dc17 100644
--- a/backend/api/v1/status.py
+++ b/backend/api/v1/status.py
@@ -4,8 +4,8 @@
 from litestar import Response, Router, get
 from litestar.params import Parameter
 from litestar.status_codes import HTTP_400_BAD_REQUEST
-from motor.core import AgnosticCollection
 from msgspec import Struct
+from sshared.mongo import Document
 from sspeedup.api.code import Code
 from sspeedup.api.litestar import (
     RESPONSE_STRUCT_CONFIG,
@@ -14,47 +14,39 @@
     success,
 )
 
-from utils.config import config
-from utils.db import (
-    ARTICLE_FP_RANK_COLLECTION,
-    JPEP_FTN_MACKET_COLLECTION,
-    LOTTERY_COLLECTION,
-    LP_COLLECTIONS_COLLECTION,
+from models.jianshu.article_earning_ranking_record import (
+    ArticleEarningRankingRecordDocument,
 )
+from models.jianshu.lottery_win_record import LotteryWinRecordDocument
+from models.jpep.ftn_trade_order import FTNTradeOrderDocument
+from utils.config import config
 from utils.tools_config import TOOLS_CONFIG, ToolStatus
 
-COLLECTION_STRING_TO_OBJ: Dict[str, AgnosticCollection] = {
-    "article_FP_rank": ARTICLE_FP_RANK_COLLECTION,
-    "lottery": LOTTERY_COLLECTION,
-    "LP_collections": LP_COLLECTIONS_COLLECTION,
-    "JPEP_FTN_market": JPEP_FTN_MACKET_COLLECTION,
+COLLECTION_STRING_TO_OBJ: Dict[str, type[Document]] = {
+    "article_earning_ranking_records": ArticleEarningRankingRecordDocument,
+    "lottery_win_records": LotteryWinRecordDocument,
+    "FTN_trade_orders": FTNTradeOrderDocument,
 }
 
 
 async def get_last_update_time(
-    collection: AgnosticCollection,
+    collection: type[Document],
     sort_key: str,
     sort_direction: Literal["asc", "desc"],
 ) -> Optional[datetime]:
-    try:
-        db_result = (
-            await collection.find()
-            .sort(sort_key, 1 if sort_direction == "asc" else -1)
-            .limit(1)
-            .next()
-        )
-        return db_result[sort_key]
-    except StopAsyncIteration:
-        return None
+    latest_record = await collection.find_one(
+        sort={sort_key: "ASC" if sort_direction == "asc" else "DESC"}
+    )
+
+    # 获取到的是数据记录对象，将其转换为字典
+    # 然后通过驼峰样式的 sort_key 获取到数据更新时间
+    return latest_record.to_dict()[sort_key] if latest_record else None
 
 
 async def get_data_count(
-    collection: AgnosticCollection, mode: Literal["accurate", "estimated"]
+    collection: type[Document], mode: Literal["accurate", "estimated"]
 ) -> int:
-    if mode == "accurate":
-        return await collection.count_documents({})
-
-    return await collection.estimated_document_count()
+    return await collection.count(fast=mode == "estimated")
 
 
 class GetResponse(Struct, **RESPONSE_STRUCT_CONFIG):
diff --git a/backend/api/v1/users.py b/backend/api/v1/users.py
index 5f1cd0d..4c12496 100644
--- a/backend/api/v1/users.py
+++ b/backend/api/v1/users.py
@@ -3,6 +3,7 @@
 
 from jkit.constants import USER_SLUG_REGEX
 from jkit.exceptions import ResourceUnavailableError
+from jkit.identifier_convert import article_slug_to_url, user_slug_to_url
 from jkit.user import MembershipEnum, User
 from litestar import Response, Router, get
 from litestar.params import Parameter
@@ -16,7 +17,11 @@
     success,
 )
 
-from utils.db import ARTICLE_FP_RANK_COLLECTION, LOTTERY_COLLECTION
+from models.jianshu.article_earning_ranking_record import (
+    ArticleEarningRankingRecordDocument,
+)
+from models.jianshu.lottery_win_record import LotteryWinRecordDocument
+from models.jianshu.user import UserDocument
 
 
 class GetVipInfoResponse(Struct, **RESPONSE_STRUCT_CONFIG):
@@ -109,26 +114,23 @@ async def get_lottery_win_records(
             msg="用户 Slug 无效",
         )
 
-    result = (
-        LOTTERY_COLLECTION.find(
-            {
-                "user.url": user.url,
-                "reward_name": {
-                    "$nin": excluded_awards if excluded_awards else [],
-                },
-            }
-        )
-        .skip(offset)
-        .limit(limit)
-    )
-
-    records: List[GetLotteryWinRecordItem] = [
-        GetLotteryWinRecordItem(
-            time=item["time"],
-            reward_name=item["reward_name"],
+    records: List[GetLotteryWinRecordItem] = []
+    async for item in LotteryWinRecordDocument.find_many(
+        {
+            "userSlug": user.slug,
+            "awardName": {
+                "$nin": excluded_awards if excluded_awards else [],
+            },
+        },
+        skip=offset,
+        limit=limit,
+    ):
+        records.append(
+            GetLotteryWinRecordItem(
+                time=item.time,
+                reward_name=item.award_name,
+            )
         )
-        async for item in result
-    ]
 
     return success(
         data=GetLotteryWinRecordsResponse(
@@ -179,23 +181,26 @@ async def get_on_article_rank_records_handler(
             msg="用户 Slug 无效",
         )
 
-    result = (
-        ARTICLE_FP_RANK_COLLECTION.find({"author.url": user.url})
-        .sort(order_by, 1 if order_direction == "asc" else -1)
-        .skip(offset)
-        .limit(limit)
-    )
-
-    records: List[GetOnArticleRankRecordItem] = [
-        GetOnArticleRankRecordItem(
-            date=item["date"],
-            ranking=item["ranking"],
-            article_title=item["article"]["title"],
-            article_url=item["article"]["url"],
-            FP_reward=item["reward"]["to_author"],
+    records: List[GetOnArticleRankRecordItem] = []
+    async for item in ArticleEarningRankingRecordDocument.find_many(
+        {
+            "authorSlug": user.slug,
+        },
+        sort={order_by: "ASC" if order_direction == "asc" else "DESC"},
+        skip=offset,
+        limit=limit,
+    ):
+        records.append(
+            GetOnArticleRankRecordItem(
+                date=item.date,
+                ranking=item.ranking,
+                # TODO
+                article_title=item.article.title,  # type: ignore
+                # TODO
+                article_url=article_slug_to_url(item.article.slug),  # type: ignore
+                FP_reward=item.earning.to_author,
+            )
         )
-        async for item in result
-    ]
 
     return success(
         data=GetOnArticleRankRecordsResponse(
@@ -223,23 +228,30 @@ async def get_on_article_rank_records_by_user_name_handler(
     offset: Annotated[int, Parameter(description="分页偏移", ge=0)] = 0,
     limit: Annotated[int, Parameter(description="结果数量", gt=0, lt=100)] = 20,
 ) -> Response:
-    result = (
-        ARTICLE_FP_RANK_COLLECTION.find({"author.name": user_name})
-        .sort(order_by, 1 if order_direction == "asc" else -1)
-        .skip(offset)
-        .limit(limit)
-    )
+    user = await UserDocument.find_one({"name": user_name})
+    if not user:  # 没有找到对应昵称的用户
+        return success(data=GetOnArticleRankRecordsResponse(records=[]))
 
-    records: List[GetOnArticleRankRecordItem] = [
-        GetOnArticleRankRecordItem(
-            date=item["date"],
-            ranking=item["ranking"],
-            article_title=item["article"]["title"],
-            article_url=item["article"]["url"],
-            FP_reward=item["reward"]["to_author"],
+    records: List[GetOnArticleRankRecordItem] = []
+    async for item in ArticleEarningRankingRecordDocument.find_many(
+        {
+            "authorSlug": user.slug,
+        },
+        sort={order_by: "ASC" if order_direction == "asc" else "DESC"},
+        skip=offset,
+        limit=limit,
+    ):
+        records.append(
+            GetOnArticleRankRecordItem(
+                date=item.date,
+                ranking=item.ranking,
+                # TODO
+                article_title=item.article.title,  # type: ignore
+                # TODO
+                article_url=article_slug_to_url(item.article.slug),  # type: ignore
+                FP_reward=item.earning.to_author,
+            )
         )
-        async for item in result
-    ]
 
     return success(
         data=GetOnArticleRankRecordsResponse(
@@ -277,26 +289,21 @@ async def get_on_article_rank_summary_handler(
             msg="用户 Slug 无效",
         )
 
-    records = ARTICLE_FP_RANK_COLLECTION.find(
-        {"author.url": user.url},
-        {"_id": False, "ranking": True},
-    )
-
     top10 = 0
     top30 = 0
     top50 = 0
     total = 0
-    async for item in records:
-        ranking = item["ranking"]
-        if ranking <= 10:
+    async for item in ArticleEarningRankingRecordDocument.find_many(
+        {"authorSlug": user.slug}
+    ):
+        total += 1
+        if item.ranking <= 10:
             top10 += 1
-        if ranking <= 30:
+        if item.ranking <= 30:
             top30 += 1
-        if ranking <= 50:
+        if item.ranking <= 50:
             top50 += 1
 
-        total += 1
-
     return success(
         data=GetOnArticleRankSummaryResponse(
             top10=top10,
@@ -318,26 +325,27 @@ async def get_on_article_rank_summary_handler(
 async def get_on_article_rank_summary_by_user_name_handler(
     user_name: Annotated[str, Parameter(description="用户昵称", max_length=50)],
 ) -> Response:
-    records = ARTICLE_FP_RANK_COLLECTION.find(
-        {"author.name": user_name},
-        {"_id": False, "ranking": True},
-    )
+    user = await UserDocument.find_one({"name": user_name})
+    if not user:  # 没有找到对应昵称的用户
+        return success(
+            data=GetOnArticleRankSummaryResponse(top10=0, top30=0, top50=0, total=0)
+        )
 
     top10 = 0
     top30 = 0
     top50 = 0
     total = 0
-    async for item in records:
-        ranking = item["ranking"]
-        if ranking <= 10:
+    async for item in ArticleEarningRankingRecordDocument.find_many(
+        {"authorSlug": user.slug}
+    ):
+        total += 1
+        if item.ranking <= 10:
             top10 += 1
-        if ranking <= 30:
+        if item.ranking <= 30:
             top30 += 1
-        if ranking <= 50:
+        if item.ranking <= 50:
             top50 += 1
 
-        total += 1
-
     return success(
         data=GetOnArticleRankSummaryResponse(
             top10=top10,
@@ -363,10 +371,10 @@ async def get_name_autocomplete_handler(
     name_part: Annotated[str, Parameter(description="用户昵称片段", max_length=50)],
     limit: Annotated[int, Parameter(description="结果数量", gt=0, le=100)] = 5,
 ) -> Response:
-    result = await ARTICLE_FP_RANK_COLLECTION.distinct(
-        "author.name",
+    result = await UserDocument.get_collection().distinct(
+        "name",
         {
-            "author.name": {
+            "name": {
                 "$regex": f"^{name_part}",
             },
         },
@@ -395,48 +403,21 @@ class GetHistoryNamesOnArticleRankSummaryResponse(Struct, **RESPONSE_STRUCT_CONF
 async def get_history_names_on_article_rank_summary_handler(
     user_name: Annotated[str, Parameter(description="用户昵称", max_length=50)],
 ) -> Response:
-    url_query = await ARTICLE_FP_RANK_COLLECTION.find_one({"author.name": user_name})
-    if not url_query:
+    user = await UserDocument.find_one({"name": user_name})
+    if not user:  # 没有找到对应昵称的用户
         return success(
             data=GetHistoryNamesOnArticleRankSummaryResponse(
                 history_names_onrank_summary={},
             )
         )
 
-    user_url = url_query["author"]["url"]
-
-    result = ARTICLE_FP_RANK_COLLECTION.aggregate(
-        [
-            {
-                "$match": {
-                    "author.url": user_url,
-                },
-            },
-            {
-                "$group": {
-                    "_id": "$author.name",
-                    "count": {"$sum": 1},
-                }
-            },
-            # 排除当前昵称
-            {
-                "$match": {
-                    "_id": {
-                        "$ne": user_name,
-                    },
-                },
-            },
-        ]
-    )
-
-    history_names_onrank_summary: Dict[str, int] = {}
-    async for item in result:
-        history_names_onrank_summary[item["_id"]] = item["count"]
+    history_names = user.history_names
 
     return success(
         data=GetHistoryNamesOnArticleRankSummaryResponse(
-            user_url=user_url,
-            history_names_onrank_summary=history_names_onrank_summary,
+            user_url=user_slug_to_url(user.slug),
+            # TODO: 全部曾上榜昵称均显示为 1 条记录
+            history_names_onrank_summary={x: 1 for x in history_names},
         )
     )
 
diff --git a/backend/models/jianshu/article_earning_ranking_record.py b/backend/models/jianshu/article_earning_ranking_record.py
new file mode 100644
index 0000000..99c448a
--- /dev/null
+++ b/backend/models/jianshu/article_earning_ranking_record.py
@@ -0,0 +1,38 @@
+from datetime import datetime
+from typing import Optional
+
+from bson import ObjectId
+from jkit.msgspec_constraints import (
+    ArticleSlug,
+    NonEmptyStr,
+    PositiveFloat,
+    PositiveInt,
+    UserSlug,
+)
+from sshared.mongo import MODEL_META, Document, Field, Index
+
+from utils.db import JIANSHU_DB
+
+
+class ArticleField(Field, **MODEL_META):
+    slug: Optional[ArticleSlug]
+    title: Optional[NonEmptyStr]
+
+
+class EarningField(Field, **MODEL_META):
+    to_author: PositiveFloat
+    to_voter: PositiveFloat
+
+
+class ArticleEarningRankingRecordDocument(Document, **MODEL_META):
+    _id: ObjectId
+    date: datetime
+    ranking: PositiveInt
+
+    article: ArticleField
+    author_slug: Optional[UserSlug]
+    earning: EarningField
+
+    class Meta:  # type: ignore
+        collection = JIANSHU_DB.article_earning_ranking_records
+        indexes = (Index(keys=("date", "ranking"), unique=True).validate(),)
diff --git a/backend/models/jianshu/lottery_win_record.py b/backend/models/jianshu/lottery_win_record.py
new file mode 100644
index 0000000..d1e24e0
--- /dev/null
+++ b/backend/models/jianshu/lottery_win_record.py
@@ -0,0 +1,22 @@
+from datetime import datetime
+
+from jkit.msgspec_constraints import (
+    NonEmptyStr,
+    PositiveInt,
+    UserSlug,
+)
+from sshared.mongo import MODEL_META, Document, Index
+
+from utils.db import JIANSHU_DB
+
+
+class LotteryWinRecordDocument(Document, **MODEL_META):
+    id: PositiveInt
+    time: datetime
+    award_name: NonEmptyStr
+
+    user_slug: UserSlug
+
+    class Meta:  # type: ignore
+        collection = JIANSHU_DB.lottery_win_records
+        indexes = (Index(keys=("id",), unique=True),)
diff --git a/backend/models/jianshu/user.py b/backend/models/jianshu/user.py
new file mode 100644
index 0000000..aadaa44
--- /dev/null
+++ b/backend/models/jianshu/user.py
@@ -0,0 +1,30 @@
+from datetime import datetime
+from enum import Enum
+from typing import List, Optional
+
+from jkit.msgspec_constraints import PositiveInt, UserName, UserSlug, UserUploadedUrl
+from sshared.mongo import MODEL_META, Document, Index
+
+from utils.db import JIANSHU_DB
+
+
+class JianshuUserStatus(Enum):
+    NORMAL = "NORMAL"
+    INACCESSABLE = "INACCESSIBLE"
+
+
+class UserDocument(Document, **MODEL_META):
+    slug: UserSlug
+    status: JianshuUserStatus
+    updated_at: datetime
+    id: Optional[PositiveInt]
+    name: Optional[UserName]
+    history_names: List[UserName]
+    avatar_url: Optional[UserUploadedUrl]
+
+    class Meta:  # type: ignore
+        collection = JIANSHU_DB.users
+        indexes = (
+            Index(keys=("slug",), unique=True).validate(),
+            Index(keys=("updatedAt",)).validate(),
+        )
diff --git a/backend/models/jpep/ftn_trade_order.py b/backend/models/jpep/ftn_trade_order.py
new file mode 100644
index 0000000..b0901b0
--- /dev/null
+++ b/backend/models/jpep/ftn_trade_order.py
@@ -0,0 +1,34 @@
+from datetime import datetime
+from typing import Literal
+
+from jkit.msgspec_constraints import (
+    NonNegativeInt,
+    PositiveFloat,
+    PositiveInt,
+)
+from sshared.mongo import MODEL_META, Document, Field, Index
+
+from utils.db import JPEP_DB
+
+
+class AmountField(Field, **MODEL_META):
+    total: PositiveInt
+    traded: NonNegativeInt
+    tradable: NonNegativeInt
+    minimum_trade: PositiveInt
+
+
+class FTNTradeOrderDocument(Document, **MODEL_META):
+    fetch_time: datetime
+    id: PositiveInt
+    published_at: datetime
+    type: Literal["buy", "sell"]
+    price: PositiveFloat
+    traded_count: NonNegativeInt
+
+    amount: AmountField
+    publisher_id: PositiveInt
+
+    class Meta:  # type: ignore
+        collection = JPEP_DB.ftn_trade_orders
+        indexes = (Index(keys=("fetchTime", "id"), unique=True).validate(),)
diff --git a/backend/poetry.lock b/backend/poetry.lock
index 57e0d49..e527868 100644
--- a/backend/poetry.lock
+++ b/backend/poetry.lock
@@ -1,14 +1,14 @@
-# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
 
 [[package]]
 name = "anyio"
-version = "4.3.0"
+version = "4.4.0"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "anyio-4.3.0-py3-none-any.whl", hash = "sha256:048e05d0f6caeed70d731f3db756d35dcc1f35747c8c403364a8332c630441b8"},
-    {file = "anyio-4.3.0.tar.gz", hash = "sha256:f75253795a87df48568485fd18cdd2a3fa5c4f7c5be8e5e36637733fce06fed6"},
+    {file = "anyio-4.4.0-py3-none-any.whl", hash = "sha256:c1b2d8f46a8a812513012e1107cb0e68c17159a7a594208005a57dc776e1bdc7"},
+    {file = "anyio-4.4.0.tar.gz", hash = "sha256:5aadc6a1bbb7cdb0bede386cac5e2940f5e2ff3aa20277e991cf028e0585ce94"},
 ]
 
 [package.dependencies]
@@ -24,13 +24,13 @@ trio = ["trio (>=0.23)"]
 
 [[package]]
 name = "certifi"
-version = "2024.2.2"
+version = "2024.6.2"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "certifi-2024.2.2-py3-none-any.whl", hash = "sha256:dc383c07b76109f368f6106eee2b593b04a011ea4d55f652c6ca24a754d1cdd1"},
-    {file = "certifi-2024.2.2.tar.gz", hash = "sha256:0569859f95fc761b18b45ef421b1290a0f65f147e92a1e5eb3e635f9a5e4e66f"},
+    {file = "certifi-2024.6.2-py3-none-any.whl", hash = "sha256:ddc6c8ce995e6987e7faf5e3f1b02b302836a0e5d98ece18392cb1a36c72ad56"},
+    {file = "certifi-2024.6.2.tar.gz", hash = "sha256:3cd43f1c6fa7dedc5899d69d3ad0398fd018ad1a17fba83ddaf78aa46c747516"},
 ]
 
 [[package]]
@@ -94,13 +94,13 @@ test = ["pytest (>=6)"]
 
 [[package]]
 name = "faker"
-version = "25.0.0"
+version = "25.8.0"
 description = "Faker is a Python package that generates fake data for you."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "Faker-25.0.0-py3-none-any.whl", hash = "sha256:e23a2b74888885c3d23a9237bacb823041291c03d609a39acb9ebe6c123f3986"},
-    {file = "Faker-25.0.0.tar.gz", hash = "sha256:87ef41e24b39a5be66ecd874af86f77eebd26782a2681200e86c5326340a95d3"},
+    {file = "Faker-25.8.0-py3-none-any.whl", hash = "sha256:4c40b34a9c569018d4f9d6366d71a4da8a883d5ddf2b23197be5370f29b7e1b6"},
+    {file = "Faker-25.8.0.tar.gz", hash = "sha256:bdec5f2fb057d244ebef6e0ed318fea4dcbdf32c3a1a010766fc45f5d68fc68d"},
 ]
 
 [package.dependencies]
@@ -314,13 +314,13 @@ typing-extensions = "*"
 
 [[package]]
 name = "litestar"
-version = "2.8.2"
+version = "2.9.0"
 description = "Litestar - A production-ready, highly performant, extensible ASGI API Framework"
 optional = false
 python-versions = "<4.0,>=3.8"
 files = [
-    {file = "litestar-2.8.2-py3-none-any.whl", hash = "sha256:c891baf8a17d66cfed5c40bef7b5bf4c02c2831babf5fca0af404f441610557a"},
-    {file = "litestar-2.8.2.tar.gz", hash = "sha256:18353cb7246ba2e7f8d4aac4fe2d8772b503c931cf5ee16efc759cbbc3a2344b"},
+    {file = "litestar-2.9.0-py3-none-any.whl", hash = "sha256:25235ad99f08807e633347fa509dcf5989153bde9b6a82e521b1f056af33becc"},
+    {file = "litestar-2.9.0.tar.gz", hash = "sha256:bea384c9ddae74bcb0d96ecb6dc1b51f8a13d50173cdfd56bfd2627ede505154"},
 ]
 
 [package.dependencies]
@@ -344,7 +344,7 @@ attrs = ["attrs"]
 brotli = ["brotli"]
 cli = ["jsbeautifier", "uvicorn[standard]", "uvloop (>=0.18.0)"]
 cryptography = ["cryptography"]
-full = ["litestar[annotated-types,attrs,brotli,cli,cryptography,jinja,jwt,mako,minijinja,opentelemetry,piccolo,picologging,prometheus,pydantic,redis,sqlalchemy,standard,structlog]"]
+full = ["advanced-alchemy (>=0.2.2)", "annotated-types", "attrs", "brotli", "cryptography", "email-validator", "fast-query-parsers (>=1.0.2)", "jinja2", "jinja2 (>=3.1.2)", "jsbeautifier", "mako (>=1.2.4)", "minijinja (>=1.0.0)", "opentelemetry-instrumentation-asgi", "piccolo", "picologging", "prometheus-client", "pydantic", "pydantic-extra-types", "python-jose", "redis[hiredis] (>=4.4.4)", "structlog", "uvicorn[standard]", "uvloop (>=0.18.0)"]
 jinja = ["jinja2 (>=3.1.2)"]
 jwt = ["cryptography", "python-jose"]
 mako = ["mako (>=1.2.4)"]
@@ -355,7 +355,7 @@ picologging = ["picologging"]
 prometheus = ["prometheus-client"]
 pydantic = ["email-validator", "pydantic", "pydantic-extra-types"]
 redis = ["redis[hiredis] (>=4.4.4)"]
-sqlalchemy = ["advanced-alchemy (>=0.2.2,<0.9.0)"]
+sqlalchemy = ["advanced-alchemy (>=0.2.2)"]
 standard = ["fast-query-parsers (>=1.0.2)", "jinja2", "jsbeautifier", "uvicorn[standard]", "uvloop (>=0.18.0)"]
 structlog = ["structlog"]
 
@@ -571,27 +571,24 @@ files = [
 
 [[package]]
 name = "nodeenv"
-version = "1.8.0"
+version = "1.9.1"
 description = "Node.js virtual environment builder"
 optional = false
-python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*"
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
 files = [
-    {file = "nodeenv-1.8.0-py2.py3-none-any.whl", hash = "sha256:df865724bb3c3adc86b3876fa209771517b0cfe596beff01a92700e0e8be4cec"},
-    {file = "nodeenv-1.8.0.tar.gz", hash = "sha256:d51e0c37e64fbf47d017feac3145cdbb58836d7eee8c6f6d3b6880c5456227d2"},
+    {file = "nodeenv-1.9.1-py2.py3-none-any.whl", hash = "sha256:ba11c9782d29c27c70ffbdda2d7415098754709be8a7056d79a737cd901155c9"},
+    {file = "nodeenv-1.9.1.tar.gz", hash = "sha256:6ec12890a2dab7946721edbfbcd91f3319c6ccc9aec47be7c7e6b7011ee6645f"},
 ]
 
-[package.dependencies]
-setuptools = "*"
-
 [[package]]
 name = "polyfactory"
-version = "2.15.0"
+version = "2.16.0"
 description = "Mock data generation factories"
 optional = false
 python-versions = "<4.0,>=3.8"
 files = [
-    {file = "polyfactory-2.15.0-py3-none-any.whl", hash = "sha256:ff5b6a8742cbd6fbde9f81310b9732d5421fbec31916d6ede5a977753110fbe9"},
-    {file = "polyfactory-2.15.0.tar.gz", hash = "sha256:a3ff5263756ad74acf4001f04c1b6aab7d1197cbaa070352df79573a8dcd85ec"},
+    {file = "polyfactory-2.16.0-py3-none-any.whl", hash = "sha256:168d8e50b77e91e35e691e8b3eedac43d7e423a6857fa26d473def96d53f0ecf"},
+    {file = "polyfactory-2.16.0.tar.gz", hash = "sha256:03d8c706b70c4782ac8e637d0f6ab52760a7d11b712da5936a95a8f7022b2688"},
 ]
 
 [package.dependencies]
@@ -609,86 +606,85 @@ sqlalchemy = ["sqlalchemy (>=1.4.29)"]
 
 [[package]]
 name = "pygments"
-version = "2.17.2"
+version = "2.18.0"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "pygments-2.17.2-py3-none-any.whl", hash = "sha256:b27c2826c47d0f3219f29554824c30c5e8945175d888647acd804ddd04af846c"},
-    {file = "pygments-2.17.2.tar.gz", hash = "sha256:da46cec9fd2de5be3a8a784f434e4c4ab670b4ff54d605c4c2717e9d49c4c367"},
+    {file = "pygments-2.18.0-py3-none-any.whl", hash = "sha256:b8e6aca0523f3ab76fee51799c488e38782ac06eafcf95e7ba832985c8e7b13a"},
+    {file = "pygments-2.18.0.tar.gz", hash = "sha256:786ff802f32e91311bff3889f6e9a86e81505fe99f2735bb6d60ae0c5004f199"},
 ]
 
 [package.extras]
-plugins = ["importlib-metadata"]
 windows-terminal = ["colorama (>=0.4.6)"]
 
 [[package]]
 name = "pymongo"
-version = "4.7.1"
+version = "4.7.3"
 description = "Python driver for MongoDB <http://www.mongodb.org>"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "pymongo-4.7.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:f8822614975038e0cece47d12e7634a79c2ee590a0ae78ae64c37b9c6610a14c"},
-    {file = "pymongo-4.7.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:57b5b485ef89270ed2e603814f43f0fdd9b8ba5d4039124d90878cdc2327000c"},
-    {file = "pymongo-4.7.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9e99dac3c7c2cb498937cc1767361851099da38861e921113318c87d71e3d127"},
-    {file = "pymongo-4.7.1-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:253ed8fd6e7f4b2a1caa89e6b287b9e04f42613319ee1e1240c2db2afe1637e7"},
-    {file = "pymongo-4.7.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:8cee62188127a126f59ea45d3981868a5e35343be4ef4ad8712eaf42be37a00b"},
-    {file = "pymongo-4.7.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:31ed8ba3da0366346264604b3a443f5a4232cab5ed45f520bead6184cf0851a1"},
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 ]
 
 [package.dependencies]
@@ -705,13 +701,13 @@ zstd = ["zstandard"]
 
 [[package]]
 name = "pyright"
-version = "1.1.361"
+version = "1.1.367"
 description = "Command line wrapper for pyright"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -816,13 +812,13 @@ jupyter = ["ipywidgets (>=7.5.1,<9)"]
 
 [[package]]
 name = "rich-click"
-version = "1.8.0"
+version = "1.8.3"
 description = "Format click help output nicely with rich"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -836,46 +832,30 @@ docs = ["markdown-include", "mkdocs", "mkdocs-glightbox", "mkdocs-material-exten
 
 [[package]]
 name = "ruff"
-version = "0.4.2"
+version = "0.4.8"
 description = "An extremely fast Python linter and code formatter, written in Rust."
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
-[package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
-testing = ["build[virtualenv]", "filelock (>=3.4.0)", "importlib-metadata", "ini2toml[lite] (>=0.9)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "mypy (==1.9)", "packaging (>=23.2)", "pip (>=19.1)", "pytest (>=6,!=8.1.1)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-home (>=0.5)", "pytest-mypy", "pytest-perf", "pytest-ruff (>=0.2.1)", "pytest-timeout", "pytest-xdist (>=3)", "tomli", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
-testing-integration = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "packaging (>=23.2)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
-
 [[package]]
 name = "six"
 version = "1.16.0"
@@ -898,6 +878,25 @@ files = [
     {file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"},
 ]
 
+[[package]]
+name = "sshared"
+version = "0.6.0"
+description = "后端共享组件"
+optional = false
+python-versions = "<4.0,>=3.8"
+files = [
+    {file = "sshared-0.6.0-py3-none-any.whl", hash = "sha256:59ce6511c209583b272e29a8677737ad7dbe74d32b660c588f18bd6468cf3e57"},
+    {file = "sshared-0.6.0.tar.gz", hash = "sha256:02056c995eb26b92da9e907291ca5c56bfe57374a340e87b9af01a7a187a2ad1"},
+]
+
+[package.dependencies]
+msgspec = ">=0.18.0,<0.19.0"
+typing-extensions = ">=4.12.0,<5.0.0"
+
+[package.extras]
+api = ["litestar (>=2.9.0,<3.0.0)"]
+mongo = ["motor (>=3.3.0,<4.0.0)"]
+
 [[package]]
 name = "sspeedup"
 version = "0.25.1"
@@ -928,24 +927,24 @@ word-split-jieba = ["jieba (>=0.42.0,<0.43.0)"]
 
 [[package]]
 name = "typing-extensions"
-version = "4.11.0"
+version = "4.12.2"
 description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "typing_extensions-4.12.2-py3-none-any.whl", hash = "sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d"},
+    {file = "typing_extensions-4.12.2.tar.gz", hash = "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"},
 ]
 
 [[package]]
 name = "uvicorn"
-version = "0.29.0"
+version = "0.30.1"
 description = "The lightning-fast ASGI server."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "uvicorn-0.29.0-py3-none-any.whl", hash = "sha256:2c2aac7ff4f4365c206fd773a39bf4ebd1047c238f8b8268ad996829323473de"},
-    {file = "uvicorn-0.29.0.tar.gz", hash = "sha256:6a69214c0b6a087462412670b3ef21224fa48cae0e452b5883e8e8bdfdd11dd0"},
+    {file = "uvicorn-0.30.1-py3-none-any.whl", hash = "sha256:cd17daa7f3b9d7a24de3617820e634d0933b69eed8e33a516071174427238c81"},
+    {file = "uvicorn-0.30.1.tar.gz", hash = "sha256:d46cd8e0fd80240baffbcd9ec1012a712938754afcf81bce56c024c1656aece8"},
 ]
 
 [package.dependencies]
@@ -1002,86 +1001,86 @@ test = ["Cython (>=0.29.36,<0.30.0)", "aiohttp (==3.9.0b0)", "aiohttp (>=3.8.1)"
 
 [[package]]
 name = "watchfiles"
-version = "0.21.0"
+version = "0.22.0"
 description = "Simple, modern and high performance file watching and code reload in python."
 optional = false
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+    {file = "watchfiles-0.22.0-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:2abeb79209630da981f8ebca30a2c84b4c3516a214451bfc5f106723c5f45843"},
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+    {file = "watchfiles-0.22.0-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:d048ad5d25b363ba1d19f92dcf29023988524bee6f9d952130b316c5802069cb"},
+    {file = "watchfiles-0.22.0-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:103622865599f8082f03af4214eaff90e2426edff5e8522c8f9e93dc17caee13"},
+    {file = "watchfiles-0.22.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d3e1f3cf81f1f823e7874ae563457828e940d75573c8fbf0ee66818c8b6a9099"},
+    {file = "watchfiles-0.22.0-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:8597b6f9dc410bdafc8bb362dac1cbc9b4684a8310e16b1ff5eee8725d13dcd6"},
+    {file = "watchfiles-0.22.0-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:0b04a2cbc30e110303baa6d3ddce8ca3664bc3403be0f0ad513d1843a41c97d1"},
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+    {file = "watchfiles-0.22.0-cp39-cp39-macosx_10_12_x86_64.whl", hash = "sha256:3973145235a38f73c61474d56ad6199124e7488822f3a4fc97c72009751ae3b0"},
+    {file = "watchfiles-0.22.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:280a4afbc607cdfc9571b9904b03a478fc9f08bbeec382d648181c695648202f"},
+    {file = "watchfiles-0.22.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3a0d883351a34c01bd53cfa75cd0292e3f7e268bacf2f9e33af4ecede7e21d1d"},
+    {file = "watchfiles-0.22.0-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:9165bcab15f2b6d90eedc5c20a7f8a03156b3773e5fb06a790b54ccecdb73385"},
+    {file = "watchfiles-0.22.0-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:dc1b9b56f051209be458b87edb6856a449ad3f803315d87b2da4c93b43a6fe72"},
+    {file = "watchfiles-0.22.0-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:8dc1fc25a1dedf2dd952909c8e5cb210791e5f2d9bc5e0e8ebc28dd42fed7562"},
+    {file = "watchfiles-0.22.0-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:dc92d2d2706d2b862ce0568b24987eba51e17e14b79a1abcd2edc39e48e743c8"},
+    {file = "watchfiles-0.22.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:97b94e14b88409c58cdf4a8eaf0e67dfd3ece7e9ce7140ea6ff48b0407a593ec"},
+    {file = "watchfiles-0.22.0-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:96eec15e5ea7c0b6eb5bfffe990fc7c6bd833acf7e26704eb18387fb2f5fd087"},
+    {file = "watchfiles-0.22.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:28324d6b28bcb8d7c1041648d7b63be07a16db5510bea923fc80b91a2a6cbed6"},
+    {file = "watchfiles-0.22.0-cp39-none-win32.whl", hash = "sha256:8c3e3675e6e39dc59b8fe5c914a19d30029e36e9f99468dddffd432d8a7b1c93"},
+    {file = "watchfiles-0.22.0-cp39-none-win_amd64.whl", hash = "sha256:25c817ff2a86bc3de3ed2df1703e3d24ce03479b27bb4527c57e722f8554d971"},
+    {file = "watchfiles-0.22.0-pp310-pypy310_pp73-macosx_10_12_x86_64.whl", hash = "sha256:b810a2c7878cbdecca12feae2c2ae8af59bea016a78bc353c184fa1e09f76b68"},
+    {file = "watchfiles-0.22.0-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:f7e1f9c5d1160d03b93fc4b68a0aeb82fe25563e12fbcdc8507f8434ab6f823c"},
+    {file = "watchfiles-0.22.0-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:030bc4e68d14bcad2294ff68c1ed87215fbd9a10d9dea74e7cfe8a17869785ab"},
+    {file = "watchfiles-0.22.0-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ace7d060432acde5532e26863e897ee684780337afb775107c0a90ae8dbccfd2"},
+    {file = "watchfiles-0.22.0-pp38-pypy38_pp73-macosx_10_12_x86_64.whl", hash = "sha256:5834e1f8b71476a26df97d121c0c0ed3549d869124ed2433e02491553cb468c2"},
+    {file = "watchfiles-0.22.0-pp38-pypy38_pp73-macosx_11_0_arm64.whl", hash = "sha256:0bc3b2f93a140df6806c8467c7f51ed5e55a931b031b5c2d7ff6132292e803d6"},
+    {file = "watchfiles-0.22.0-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8fdebb655bb1ba0122402352b0a4254812717a017d2dc49372a1d47e24073795"},
+    {file = "watchfiles-0.22.0-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0c8e0aa0e8cc2a43561e0184c0513e291ca891db13a269d8d47cb9841ced7c71"},
+    {file = "watchfiles-0.22.0-pp39-pypy39_pp73-macosx_10_12_x86_64.whl", hash = "sha256:2f350cbaa4bb812314af5dab0eb8d538481e2e2279472890864547f3fe2281ed"},
+    {file = "watchfiles-0.22.0-pp39-pypy39_pp73-macosx_11_0_arm64.whl", hash = "sha256:7a74436c415843af2a769b36bf043b6ccbc0f8d784814ba3d42fc961cdb0a9dc"},
+    {file = "watchfiles-0.22.0-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:00ad0bcd399503a84cc688590cdffbe7a991691314dde5b57b3ed50a41319a31"},
+    {file = "watchfiles-0.22.0-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:72a44e9481afc7a5ee3291b09c419abab93b7e9c306c9ef9108cb76728ca58d2"},
+    {file = "watchfiles-0.22.0.tar.gz", hash = "sha256:988e981aaab4f3955209e7e28c7794acdb690be1efa7f16f8ea5aba7ffdadacb"},
 ]
 
 [package.dependencies]
@@ -1089,20 +1088,20 @@ anyio = ">=3.0.0"
 
 [[package]]
 name = "zipp"
-version = "3.18.1"
+version = "3.19.2"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "zipp-3.18.1-py3-none-any.whl", hash = "sha256:206f5a15f2af3dbaee80769fb7dc6f249695e940acca08dfb2a4769fe61e538b"},
-    {file = "zipp-3.18.1.tar.gz", hash = "sha256:2884ed22e7d8961de1c9a05142eb69a247f120291bc0206a00a7642f09b5b715"},
+    {file = "zipp-3.19.2-py3-none-any.whl", hash = "sha256:f091755f667055f2d02b32c53771a7a6c8b47e1fdbc4b72a8b9072b3eef8015c"},
+    {file = "zipp-3.19.2.tar.gz", hash = "sha256:bf1dcf6450f873a13e952a29504887c89e6de7506209e5b1bcc3460135d4de19"},
 ]
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
 
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.8"
-content-hash = "a235e030a5f5a1db51d17f8a8d18b9c645b00e75b19dc37e03deaad488c8f1c7"
+content-hash = "41042a7edb029d8d732c9c3e1959902e47e3a680a00821ef28d8e8d70d923632"
diff --git a/backend/pyproject.toml b/backend/pyproject.toml
index 1e441ce..e488d29 100644
--- a/backend/pyproject.toml
+++ b/backend/pyproject.toml
@@ -5,15 +5,16 @@ package-mode = false
 python = "^3.8"
 motor = "^3.4.0"
 sspeedup = {version = "^0.25.0", extras = ["logging", "config", "api-litestar"]}
-uvicorn = "^0.29.0"
+uvicorn = "^0.30.0"
 httptools = "^0.6.0"
 uvloop = "^0.19.0"
 jkit = "^3.0.0a16"
+sshared = "^0.6.0"
 
 [tool.poetry.group.dev.dependencies]
 ruff = "^0.4.0"
 pyright = "^1.1.0"
-watchfiles = "^0.21.0"
+watchfiles = "^0.22.0"
 
 [tool.ruff]
 
@@ -27,4 +28,7 @@ lint.select = [
     "S", "SIM", "SLOT", "TCH", "UP",
     "W"
 ]
-lint.ignore = ["ANN101", "ANN102", "ISC001", "RUF001", "RUF002", "RUF003"]
\ No newline at end of file
+lint.ignore = [
+    "ANN101", "ANN102", "ISC001", "PERF401",
+    "RUF001", "RUF002", "RUF003"
+]
\ No newline at end of file
diff --git a/backend/requirements-dev.txt b/backend/requirements-dev.txt
index 66beeb6..278be48 100644
--- a/backend/requirements-dev.txt
+++ b/backend/requirements-dev.txt
@@ -1,10 +1,10 @@
-anyio==4.3.0 ; python_version >= "3.8" and python_version < "4.0"
-certifi==2024.2.2 ; python_version >= "3.8" and python_version < "4.0"
+anyio==4.4.0 ; python_version >= "3.8" and python_version < "4.0"
+certifi==2024.6.2 ; python_version >= "3.8" and python_version < "4.0"
 click==8.1.7 ; python_version >= "3.8" and python_version < "4.0"
 colorama==0.4.6 ; python_version >= "3.8" and python_version < "4.0" and platform_system == "Windows"
 dnspython==2.6.1 ; python_version >= "3.8" and python_version < "4.0"
 exceptiongroup==1.2.1 ; python_version >= "3.8" and python_version < "3.11"
-faker==25.0.0 ; python_version >= "3.8" and python_version < "4.0"
+faker==25.8.0 ; python_version >= "3.8" and python_version < "4.0"
 h11==0.14.0 ; python_version >= "3.8" and python_version < "4.0"
 h2==4.1.0 ; python_version >= "3.8" and python_version < "4.0"
 hpack==4.0.0 ; python_version >= "3.8" and python_version < "4.0"
@@ -17,28 +17,28 @@ idna==3.7 ; python_version >= "3.8" and python_version < "4.0"
 importlib-metadata==7.1.0 ; python_version >= "3.8" and python_version < "3.10"
 importlib-resources==6.4.0 ; python_version >= "3.8" and python_version < "3.9"
 jkit==3.0.0a16 ; python_version >= "3.8" and python_version < "4.0"
-litestar==2.8.2 ; python_version >= "3.8" and python_version < "4.0"
+litestar==2.9.0 ; python_version >= "3.8" and python_version < "4.0"
 markdown-it-py==3.0.0 ; python_version >= "3.8" and python_version < "4.0"
 mdurl==0.1.2 ; python_version >= "3.8" and python_version < "4.0"
 motor==3.4.0 ; python_version >= "3.8" and python_version < "4.0"
 msgspec==0.18.6 ; python_version >= "3.8" and python_version < "4.0"
 multidict==6.0.5 ; python_version >= "3.8" and python_version < "4.0"
-nodeenv==1.8.0 ; python_version >= "3.8" and python_version < "4.0"
-polyfactory==2.15.0 ; python_version >= "3.8" and python_version < "4.0"
-pygments==2.17.2 ; python_version >= "3.8" and python_version < "4.0"
-pymongo==4.7.1 ; python_version >= "3.8" and python_version < "4.0"
-pyright==1.1.361 ; python_version >= "3.8" and python_version < "4.0"
+nodeenv==1.9.1 ; python_version >= "3.8" and python_version < "4.0"
+polyfactory==2.16.0 ; python_version >= "3.8" and python_version < "4.0"
+pygments==2.18.0 ; python_version >= "3.8" and python_version < "4.0"
+pymongo==4.7.3 ; python_version >= "3.8" and python_version < "4.0"
+pyright==1.1.367 ; python_version >= "3.8" and python_version < "4.0"
 python-dateutil==2.9.0.post0 ; python_version >= "3.8" and python_version < "4.0"
 pyyaml==6.0.1 ; python_version >= "3.8" and python_version < "4.0"
-rich-click==1.8.0 ; python_version >= "3.8" and python_version < "4.0"
+rich-click==1.8.3 ; python_version >= "3.8" and python_version < "4.0"
 rich==13.7.1 ; python_version >= "3.8" and python_version < "4.0"
-ruff==0.4.2 ; python_version >= "3.8" and python_version < "4.0"
-setuptools==69.5.1 ; python_version >= "3.8" and python_version < "4.0"
+ruff==0.4.8 ; python_version >= "3.8" and python_version < "4.0"
 six==1.16.0 ; python_version >= "3.8" and python_version < "4.0"
 sniffio==1.3.1 ; python_version >= "3.8" and python_version < "4.0"
+sshared==0.6.0 ; python_version >= "3.8" and python_version < "4.0"
 sspeedup[api-litestar,config,logging]==0.25.1 ; python_version >= "3.8" and python_version < "4.0"
-typing-extensions==4.11.0 ; python_version >= "3.8" and python_version < "4.0"
-uvicorn==0.29.0 ; python_version >= "3.8" and python_version < "4.0"
+typing-extensions==4.12.2 ; python_version >= "3.8" and python_version < "4.0"
+uvicorn==0.30.1 ; python_version >= "3.8" and python_version < "4.0"
 uvloop==0.19.0 ; python_version >= "3.8" and python_version < "4.0"
-watchfiles==0.21.0 ; python_version >= "3.8" and python_version < "4.0"
-zipp==3.18.1 ; python_version >= "3.8" and python_version < "3.10"
+watchfiles==0.22.0 ; python_version >= "3.8" and python_version < "4.0"
+zipp==3.19.2 ; python_version >= "3.8" and python_version < "3.10"
diff --git a/backend/requirements.txt b/backend/requirements.txt
index b8d35f9..f7d573d 100644
--- a/backend/requirements.txt
+++ b/backend/requirements.txt
@@ -1,10 +1,10 @@
-anyio==4.3.0 ; python_version >= "3.8" and python_version < "4.0"
-certifi==2024.2.2 ; python_version >= "3.8" and python_version < "4.0"
+anyio==4.4.0 ; python_version >= "3.8" and python_version < "4.0"
+certifi==2024.6.2 ; python_version >= "3.8" and python_version < "4.0"
 click==8.1.7 ; python_version >= "3.8" and python_version < "4.0"
 colorama==0.4.6 ; python_version >= "3.8" and python_version < "4.0" and platform_system == "Windows"
 dnspython==2.6.1 ; python_version >= "3.8" and python_version < "4.0"
 exceptiongroup==1.2.1 ; python_version >= "3.8" and python_version < "3.11"
-faker==25.0.0 ; python_version >= "3.8" and python_version < "4.0"
+faker==25.8.0 ; python_version >= "3.8" and python_version < "4.0"
 h11==0.14.0 ; python_version >= "3.8" and python_version < "4.0"
 h2==4.1.0 ; python_version >= "3.8" and python_version < "4.0"
 hpack==4.0.0 ; python_version >= "3.8" and python_version < "4.0"
@@ -17,23 +17,24 @@ idna==3.7 ; python_version >= "3.8" and python_version < "4.0"
 importlib-metadata==7.1.0 ; python_version >= "3.8" and python_version < "3.10"
 importlib-resources==6.4.0 ; python_version >= "3.8" and python_version < "3.9"
 jkit==3.0.0a16 ; python_version >= "3.8" and python_version < "4.0"
-litestar==2.8.2 ; python_version >= "3.8" and python_version < "4.0"
+litestar==2.9.0 ; python_version >= "3.8" and python_version < "4.0"
 markdown-it-py==3.0.0 ; python_version >= "3.8" and python_version < "4.0"
 mdurl==0.1.2 ; python_version >= "3.8" and python_version < "4.0"
 motor==3.4.0 ; python_version >= "3.8" and python_version < "4.0"
 msgspec==0.18.6 ; python_version >= "3.8" and python_version < "4.0"
 multidict==6.0.5 ; python_version >= "3.8" and python_version < "4.0"
-polyfactory==2.15.0 ; python_version >= "3.8" and python_version < "4.0"
-pygments==2.17.2 ; python_version >= "3.8" and python_version < "4.0"
-pymongo==4.7.1 ; python_version >= "3.8" and python_version < "4.0"
+polyfactory==2.16.0 ; python_version >= "3.8" and python_version < "4.0"
+pygments==2.18.0 ; python_version >= "3.8" and python_version < "4.0"
+pymongo==4.7.3 ; python_version >= "3.8" and python_version < "4.0"
 python-dateutil==2.9.0.post0 ; python_version >= "3.8" and python_version < "4.0"
 pyyaml==6.0.1 ; python_version >= "3.8" and python_version < "4.0"
-rich-click==1.8.0 ; python_version >= "3.8" and python_version < "4.0"
+rich-click==1.8.3 ; python_version >= "3.8" and python_version < "4.0"
 rich==13.7.1 ; python_version >= "3.8" and python_version < "4.0"
 six==1.16.0 ; python_version >= "3.8" and python_version < "4.0"
 sniffio==1.3.1 ; python_version >= "3.8" and python_version < "4.0"
+sshared==0.6.0 ; python_version >= "3.8" and python_version < "4.0"
 sspeedup[api-litestar,config,logging]==0.25.1 ; python_version >= "3.8" and python_version < "4.0"
-typing-extensions==4.11.0 ; python_version >= "3.8" and python_version < "4.0"
-uvicorn==0.29.0 ; python_version >= "3.8" and python_version < "4.0"
+typing-extensions==4.12.2 ; python_version >= "3.8" and python_version < "4.0"
+uvicorn==0.30.1 ; python_version >= "3.8" and python_version < "4.0"
 uvloop==0.19.0 ; python_version >= "3.8" and python_version < "4.0"
-zipp==3.18.1 ; python_version >= "3.8" and python_version < "3.10"
+zipp==3.19.2 ; python_version >= "3.8" and python_version < "3.10"
diff --git a/backend/tools_config.yaml b/backend/tools_config.yaml
index 7cb8521..579512d 100644
--- a/backend/tools_config.yaml
+++ b/backend/tools_config.yaml
@@ -9,12 +9,12 @@ JPEP-FTN-market-analyzer:
     status: NORMAL
     reason: null
     last_update_time:
-        collection: JPEP_FTN_market
-        sort_key: fetch_time
+        collection: FTN_trade_orders
+        sort_key: fetchTime
         sort_direction: desc
     data_update_freq: 十分钟一次
     data_count:
-      collection: JPEP_FTN_market
+      collection: FTN_trade_orders
       mode: estimated
     data_source:
         简书积分兑换平台 - 贝市: https://www.jianshubei.com/bei
@@ -22,12 +22,12 @@ lottery-analyzer:
     status: NORMAL
     reason: null
     last_update_time:
-      collection: lottery
+      collection: lottery_win_records
       sort_key: time
       sort_direction: desc
     data_update_freq: 每天 2:00、9:00、14:00、21:00
     data_count:
-      collection: lottery
+      collection: lottery_win_records
       mode: estimated
     data_source:
         简书 - 天天抽奖: https://www.jianshu.com/mobile/lottery
@@ -35,12 +35,12 @@ lottery-reward-record-viewer:
     status: NORMAL
     reason: null
     last_update_time:
-      collection: lottery
+      collection: lottery_win_records
       sort_key: time
       sort_direction: desc
     data_update_freq: 每天 2:00、9:00、14:00、21:00
     data_count:
-      collection: lottery
+      collection: lottery_win_records
       mode: estimated
     data_source:
         简书 - 天天抽奖: https://www.jianshu.com/mobile/lottery
@@ -56,12 +56,12 @@ on-rank-article-viewer:
     status: NORMAL
     reason: null
     last_update_time:
-      collection: article_FP_rank
+      collection: article_earning_ranking_records
       sort_key: date
       sort_direction: desc
     data_update_freq: 每天凌晨 1:00
     data_count:
-      collection: article_FP_rank
+      collection: article_earning_ranking_records
       mode: estimated
     data_source:
         简书 - 简书钻每日发放总榜: https://www.jianshu.com/fp/notice/now
diff --git a/backend/utils/config.py b/backend/utils/config.py
index ab8477f..ce4e6b4 100644
--- a/backend/utils/config.py
+++ b/backend/utils/config.py
@@ -31,7 +31,7 @@ def on_reload_success(new_config: _Config) -> None:
 def on_reload_failed(e: Exception) -> None:
     from utils.log import logger
 
-    logger.error(f"配置文件重载失败：{e}", exception=e)
+    logger.error(f"配置文件重载失败：{e}", exc=e)
 
 
 set_reload_on_sighup(
diff --git a/backend/utils/db.py b/backend/utils/db.py
index 8e27146..a78378a 100644
--- a/backend/utils/db.py
+++ b/backend/utils/db.py
@@ -4,12 +4,7 @@
 
 from utils.config import config
 
-_DB_CLIENT = AsyncIOMotorClient(config.db.host, config.db.port)
-_MAIN_DB = _DB_CLIENT[config.db.database]
-_JFETCHER_DB = _DB_CLIENT["JFetcherData"]
-
-RUN_LOG_COLLECTION = _MAIN_DB["run_log"]
-ARTICLE_FP_RANK_COLLECTION = _JFETCHER_DB["article_FP_rank"]
-LOTTERY_COLLECTION = _JFETCHER_DB["lottery_data"]
-LP_COLLECTIONS_COLLECTION = _JFETCHER_DB["LP_collections"]
-JPEP_FTN_MACKET_COLLECTION = _JFETCHER_DB["JPEP_FTN_macket"]
+_CLIENT = AsyncIOMotorClient(config.db.host, config.db.port)
+MAIN_DB = _CLIENT[config.db.database]
+JIANSHU_DB = _CLIENT.jianshu
+JPEP_DB = _CLIENT.jpep
diff --git a/backend/utils/log.py b/backend/utils/log.py
index a3d72f5..458cccf 100644
--- a/backend/utils/log.py
+++ b/backend/utils/log.py
@@ -1,10 +1,13 @@
-from sspeedup.logging.run_logger import RunLogger
+from pymongo import MongoClient
+from sshared.logging import Logger
 
 from utils.config import config
-from utils.db import RUN_LOG_COLLECTION
 
-logger = RunLogger(
-    save_level=config.log.save_level,
-    print_level=config.log.print_level,
-    mongo_collection=RUN_LOG_COLLECTION,
+_client = MongoClient()
+
+logger = Logger(
+    # TODO
+    save_level=config.log.save_level.value,  # type: ignore
+    display_level=config.log.print_level.value,  # type: ignore
+    save_collection=_client[config.db.database].log,
 )
diff --git a/backend/utils/tools_config.py b/backend/utils/tools_config.py
index 18b97ee..6b5c893 100644
--- a/backend/utils/tools_config.py
+++ b/backend/utils/tools_config.py
@@ -4,10 +4,11 @@
 from msgspec import Struct
 from msgspec.yaml import decode
 
-_TOOLS_CONFIG_STRUCT_CONFIG: Dict[str, Any] = {
+_TOOLS_CONFIG_STRUCT_META: Dict[str, Any] = {
     "frozen": True,
     "kw_only": True,
     "forbid_unknown_fields": True,
+    "gc": False,
 }
 
 
@@ -17,18 +18,18 @@ class ToolStatus(Enum):
     DOWNGRADED = "DOWNGRADED"
 
 
-class _DataUpdateTimeItem(Struct, **_TOOLS_CONFIG_STRUCT_CONFIG):
+class _DataUpdateTimeItem(Struct, **_TOOLS_CONFIG_STRUCT_META):
     collection: str
     sort_key: str
     sort_direction: Literal["asc", "desc"]
 
 
-class _DataCountItem(Struct, **_TOOLS_CONFIG_STRUCT_CONFIG):
+class _DataCountItem(Struct, **_TOOLS_CONFIG_STRUCT_META):
     collection: str
     mode: Literal["accurate", "estimated"]
 
 
-class _ToolConfig(Struct, **_TOOLS_CONFIG_STRUCT_CONFIG):
+class _ToolConfig(Struct, **_TOOLS_CONFIG_STRUCT_META):
     status: ToolStatus
     reason: Optional[str]
     last_update_time: Optional[_DataUpdateTimeItem]
diff --git a/docker-compose.yml b/docker-compose.yml
index 40556c6..017f1a1 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -7,7 +7,7 @@ networks:
 
 services:
   frontend:
-    image: jtools-frontend:3.13.0
+    image: jtools-frontend:3.14.0
     container_name: jtools-frontend
     build:
       dockerfile: Dockerfile.frontend
@@ -24,7 +24,7 @@ services:
         delay: 5s
         max_attempts: 3
   backend:
-    image: jtools-backend:3.13.0
+    image: jtools-backend:3.14.0
     container_name: jtools-backend
     build:
       dockerfile: Dockerfile.backend
diff --git a/frontend/bun.lockb b/frontend/bun.lockb
index 6170897..7e487c9 100644
Binary files a/frontend/bun.lockb and b/frontend/bun.lockb differ
diff --git a/frontend/package.json b/frontend/package.json
index 775bf50..d6ed7f0 100644
--- a/frontend/package.json
+++ b/frontend/package.json
@@ -1,7 +1,7 @@
 {
   "name": "jtools",
   "private": true,
-  "version": "3.13.0",
+  "version": "3.14.0",
   "type": "module",
   "scripts": {
     "dev": "vite",
@@ -14,28 +14,28 @@
     "biome-ci": "biome ci ."
   },
   "dependencies": {
-    "@mantine/hooks": "^7.3.0",
-    "@preact/preset-vite": "^2.7.0",
-    "@preact/signals": "^1.2.0",
+    "@mantine/hooks": "^7.10.1",
+    "@preact/preset-vite": "^2.8.2",
+    "@preact/signals": "^1.2.3",
     "@sscreator/ui": "^0.27.0",
-    "@unocss/reset": "^0.58.0",
-    "clsx": "^2.1.0",
-    "dayjs": "^1.11.0",
+    "@unocss/reset": "^0.58.9",
+    "clsx": "^2.1.1",
+    "dayjs": "^1.11.11",
     "echarts": "^5.5.0",
     "echarts-wordcloud": "^2.1.0",
-    "preact": "^10.21.0",
-    "react-hot-toast": "^2.4.0",
-    "react-qr-code": "^2.0.0",
-    "resize-observer": "^1.0.0",
-    "swr": "^2.2.0",
-    "unocss": "^0.58.0",
-    "vite": "^5.0.0",
-    "vite-plugin-compression": "^0.5.0",
+    "preact": "^10.22.0",
+    "react-hot-toast": "^2.4.1",
+    "react-qr-code": "^2.0.14",
+    "resize-observer": "^1.0.4",
+    "swr": "^2.2.5",
+    "unocss": "^0.58.9",
+    "vite": "^5.2.13",
+    "vite-plugin-compression": "^0.5.1",
     "vite-plugin-pwa": "^0.20.0",
-    "wouter-preact": "^3.1.0"
+    "wouter-preact": "^3.2.0"
   },
   "devDependencies": {
-    "@biomejs/biome": "^1.5.0",
+    "@biomejs/biome": "^1.8.1",
     "rollup-plugin-visualizer": "^5.12.0"
   }
 }
diff --git a/frontend/src/thanks.json b/frontend/src/thanks.json
index 00e6637..7e3a59d 100644
--- a/frontend/src/thanks.json
+++ b/frontend/src/thanks.json
@@ -161,6 +161,24 @@
       "user_name": "平原雪",
       "user_url": "https://www.jianshu.com/u/754f9b7b7417",
       "reward": 50
+    },
+    {
+      "time": "2024-06-03",
+      "type": "数据异常",
+      "module": "上榜文章查询工具",
+      "desc": "部分上榜数据缺失",
+      "user_name": "睿希颖瑶",
+      "user_url": "https://www.jianshu.com/u/4b86da352f87",
+      "reward": 80
+    },
+    {
+      "time": "2024-06-08",
+      "type": "数据异常",
+      "module": "上榜文章查询工具",
+      "desc": "部分上榜数据缺失",
+      "user_name": "非村",
+      "user_url": "https://www.jianshu.com/u/df68a42402fc",
+      "reward": 80
     }
   ],
   "opensourcePackages": {